Design and Simulation of a Self-adaptive Fuzzy-PID Controller for an Autonomous Underwater Vehicle

被引:1
|
作者
Zhao, Jianhong [1 ]
Yi, Wei [1 ]
Peng, Yuanxi [1 ]
Peng, Xuefeng [1 ]
机构
[1] Natl Univ Def Technol, Coll Comp, State Key Lab High Performance Comp, Changsha 410073, Peoples R China
关键词
AUV; Modeling; Simulation; Fuzzy-PID; Dead zone;
D O I
10.1007/978-3-319-65289-4_80
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, AUV (autonomous underwater vehicle) has been applied to many fields, such as offshore oil exploitation, underwater target detection, military applications and so on, which raises a higher demand for accuracy control of AUV. In this paper, for the rim-drive dead zone and system nonlinearity problem of "Swordfish II" autonomous underwater vehicle in the actual control process, according to the shape and motion characteristics of the AUV, the six DOF (degrees of freedom) dynamic model is established under MATLAB/Simulink. The fuzzy control theory and the traditional PID control algorithm are combined to design a fuzzy-PID controller. Finally, we construct the simulation system. The simulation results show that the designed controller can control the AUV model and solve the dead zone problem well, and the fuzzy PID controller has better control effect than the traditional pid controller.
引用
收藏
页码:867 / 878
页数:12
相关论文
共 50 条
  • [31] The Design of a TLD and Fuzzy-PID Controller based on the Autonomous Tracking System for Quadrotor Drones
    Chen, Pi-Yun
    Chen, Guan-Yu
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2020, 26 (03): : 489 - 500
  • [32] Construction and simulation of Fuzzy-PID controller on Stepping Motor
    Gong, Qinhui
    Zhang, Anmin
    FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY III, PTS 1-3, 2013, 401 : 1670 - 1673
  • [33] Fuzzy-based Tracking Controller Design for Autonomous Underwater Vehicle
    Ban, Hongjun
    Yang, Xian
    Luo, Xiaoyuan
    Yan, Jing
    Guan, Xinping
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 4813 - 4818
  • [34] Aircraft Dynamics Using Fuzzy-PID Controller Design
    Rasheed, Abdur
    2018 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2018,
  • [35] Adaptive Attitude Controller Design of Autonomous Underwater Vehicle Focus on Decoupling
    Liu Xin-yu
    Li Yi-ping
    Yan Shu-xue
    Feng Xi-sheng
    2017 IEEE UNDERWATER TECHNOLOGY (UT), 2017,
  • [36] Design of an adaptive nonlinear controller for depth control of an autonomous underwater vehicle
    Li, JH
    Lee, PM
    OCEAN ENGINEERING, 2005, 32 (17-18) : 2165 - 2181
  • [37] Design of RTP Temperature Controller Based on Fuzzy-PID
    Jiang, Yulei
    Yuan, Junjie
    MATERIALS PROCESSING AND MANUFACTURING III, PTS 1-4, 2013, 753-755 : 2616 - 2620
  • [38] Fuzzy Adaptive Sliding Mode Controller for Path Following of an Autonomous Underwater Vehicle
    Zhang, Wei
    Liang, Zhicheng
    Guo, Yi
    Meng, Detao
    Zhou, Jiajia
    Han, Yunfeng
    OCEANS 2015 - MTS/IEEE WASHINGTON, 2015,
  • [39] Comparison of a PID controller versus a LQG controller for an autonomous underwater vehicle
    Carlucho, Ignacio
    Menna, Bruno
    De Paula, Mariano
    Acosta, Gerardo G.
    2016 3RD IEEE/OES SOUTH AMERICAN INTERNATIONAL SYMPOSIUM ON OCEANIC ENGINEERING (SAISOE), 2016,
  • [40] Adaptive Lane Keeping Assist for an Autonomous Vehicle based on Steering Fuzzy-PID Control in ROS
    Hoang Tran Ngoc
    Luyl-Da Quach
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (10) : 725 - 731